The rigid class hierarchies of 1990s design patterns are often overkill for modern development. By leveraging Python's Protocols, tuples, and dataclasses, you can achieve the decoupling of the Factory Pattern with significantly less boilerplate. This approach swaps heavy inheritance for structural typing and functional callables to create more maintainable codebases.